5. MCP-powered deep researcher Learn how you can build a 100% local deep research. Repo → https://
github.com/patchy631/ai-e
ngineering-hub/tree/main/Multi-Agent-deep-researcher-mcp-windows-linux
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@sumanth_077
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Building a 100% Local Deep Research Tool with MCP
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Building Video RAG with MCP for Interactive Video Chat
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2. MCP-powered RAG over videos Learn how to build a video RAG that ingests a video and lets you chat with it. It also fetches the exact video chunk where an event occurred. Check this out: https://
github.com/patchy631/ai-e
ngineering-hub/tree/main/mcp-video-rag
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Local Multimodal RAG with DeepSeek Janus-Pro for Complex Documents
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3. Mumtimodal RAG Build a 100% local RAG over complex real-world docs with images, tables, text, and complex layouts. Powered by DeepSeek Janus-Pro. Check this out: https://
github.com/patchy631/ai-e
ngineering-hub/tree/main/deepseek-multimodal-RAG
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Building Agentic RAG Pipelines with Dynamic Context Retrieval
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1. Agentic RAG Build a RAG pipeline with agentic capabilities that can dynamically fetch context from different sources, like a vector DB and the internet. Check this out: https://
github.com/patchy631/ai-e
ngineering-hub/tree/main/agentic_rag
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AutoAgent: Zero-Code LLM Agent Framework with Natural Language
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Build and deploy LLM agents just using natural language! AutoAgent is the Fully-Automated & Zero-Code LLM Agent Framework that let's you create and deploy LLM agents using just natural language. 100% Open Source
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Suna: Open-Source AI Agent for Autonomous Workflows
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I found a 100% open-source generalist AI agent! Suna is a fully open-source agent that takes natural-language instructions and turns them into real, autonomous actions It combines web scraping, file editing, and API calling to run full multi-step workflows.
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Prompt Optimization Technique Demo and Appreciation
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Prompt optimization is key. Will try this out. Brilliant demo Akshay!
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Build Dynamic Memory for AI Agents with Cognee ECL Pipelines
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Build dynamic memory for AI Agents in just 5 lines of code! Cognee let's you build memory for Agents and replace RAG using scalable, modular ECL (Extract, Cognify, Load) pipelines. 100% Open Source
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Vanna: Open-Source RAG Framework for Text-to-SQL Generation
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Text-to-SQL tool that actually works!
— Sumanth (@Sumanth_077) 15 juin 2025
Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets.
It's 100% open-source pic.twitter.com/YFkRUrq4CiText-to-SQL tool that actually works! Vanna is an open-source RAG framework for complex Text-to-SQL generation, designed for handling dynamic datasets. It's 100% open-source